Abstract: A neural network is utilized to improve the resolution of subsurface inversion. The neural network leverages posterior distribution of samples and adds high frequency components to the inversion by utilizing the data in both the time domain and the frequency domain. The improved resolution of the subsurface inversion enables more accurate prediction of subsurface characteristics (e.g., reservoir architecture).

Abstract: A system includes a plurality of power monitors that, in operation, monitor parameters of power in an automation system at points between loads and/or power sources. Each of the power monitors includes sensing circuitry to sense the power parameters, peer-to-peer communications circuitry to communicate with other power monitors via peer-to-peer communication, network communications circuitry to communicate with automation devices via a network, and functional circuits to perform analysis of monitored power parameters in a cooperative manner based upon the power parameters monitored by the respective power monitor and power parameters monitored by other power monitors communicated via peer-to-peer communication.

Abstract: A system includes a plurality of power monitors that, in operation, monitor parameters of power in an automation system at points between loads and/or power sources. Each of the power monitors includes sensing circuitry to sense the power parameters, peer-to-peer communications circuitry to communicate with other power monitors via peer-to-peer communication, network communications circuitry to communicate with automation devices via a network, and functional circuits to perform analysis of monitored power parameters in a cooperative manner based upon the power parameters monitored by the respective power monitor and power parameters monitored by other power monitors communicated via peer-to-peer communication.

Abstract: A balcony assembly for attachment to two load-bearing structures of a building is provided. The balcony assembly has a pair of plates and a supporting structure. The supporting structure is attached to the plates and provides rigidity to the balcony assembly. An anchor is associated with two sides of the balcony assembly and configured to attach the sides of the balcony assembly to the load-bearing structures of the building. The plates and the supporting structure are made of fiber reinforced plastic. The balcony assembly is useful in improving durability and installation time.

Abstract: A balcony assembly for attachment to a load-bearing structure of a building is provided. The assembly has a plate of low thermal mass composite material such as fiberglass. A supporting structure attached to the plate provides rigidity. An anchor is configured to attach one side of the balcony assembly to a floor of the building in a cantilevered arrangement. The balcony assembly is useful in minimizing heat transfer through concrete floor slabs, and has the added benefit of reducing the overall weight of the balcony, which in turn allows lighter construction of the building.

Abstract: A balcony assembly for attachment to a load-bearing structure of a building is provided. The assembly has a plate of low thermal mass composite material such as fiberglass. A supporting structure attached to the plate provides rigidity. An anchor is configured to attach one side of the balcony assembly to a floor of the building in a cantilevered arrangement. The balcony assembly is useful in minimizing heat transfer through concrete floor slabs, and has the added benefit of reducing the overall weight of the balcony, which in turn allows lighter construction of the building.